Machine Learning and Brain Imaging: Opportunities and Challenges.

Journal: Trends in neurosciences
Published Date:

Abstract

Machine learning approaches may provide ways to link brain activation patterns to behavior at an individual-subject level. Using a comparative performance analysis, Jollans and colleagues (Neuroimage, 2019) highlight in a recent paper key considerations when applying machine learning algorithms to neuroimaging data.

Authors

  • Martin P Paulus
    Laureate Institute for Brain Research (LIBR), Tulsa, OK, USA.
  • Rayus Kuplicki
    Laureate Institute for Brain Research (LIBR), Tulsa, OK, USA.
  • Hung-Wen Yeh
    Laureate Institute for Brain Research (LIBR), Tulsa, OK, USA.